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Browse files- README.md +69 -6
- app.py +311 -0
- requirements.txt +2 -0
README.md
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---
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title:
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emoji: ⚡
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colorFrom:
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sdk: gradio
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sdk_version:
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app_file: app.py
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pinned: false
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license: mit
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short_description: 'A compact coding agent '
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---
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-
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---
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title: Mini Coding Agent
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emoji: ⚡
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colorFrom: purple
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colorTo: blue
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sdk: gradio
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sdk_version: 4.44.0
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app_file: app.py
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pinned: false
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license: mit
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---
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# ⚡ Mini Coding Agent
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A multi-file project scaffolding agent. Describe what you want to build,
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the agent emits a complete runnable codebase you can download as a `.zip`.
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## Architecture
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```
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Browser ──► Gradio (Python, app.py) ──► Elixir backend (HTTP) ──► LLM provider
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╲
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╲► (fallback: direct LLM call from Python)
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```
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- **Frontend** — `app.py`: Gradio chat UI, provider picker, API-key prompt,
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streaming tokens, file extraction, zip download.
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- **Backend** — `elixir_backend/`: Elixir/Plug HTTP service that holds the
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agent loop and proxies to OpenAI / Anthropic / Groq with SSE streaming.
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- **Fallback** — if the Elixir backend is unreachable (the default on a
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plain Gradio Space), the Python frontend talks to the LLM directly,
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so the Space works out-of-the-box.
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## Deploy options on Hugging Face
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### Option 1 — Gradio SDK Space (simplest, recommended)
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Just push `app.py` + `requirements.txt` + this README to a Gradio Space.
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The Elixir backend is skipped (frontend uses the direct fallback).
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Set `ELIXIR_BACKEND_URL` to a non-existent URL or leave default.
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### Option 2 — Docker Space (Python + Elixir together)
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Use the included `Dockerfile` to run both processes in one container.
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Change your Space SDK to `docker` in this README's frontmatter:
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```yaml
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sdk: docker
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app_port: 7860
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```
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## Local dev
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```bash
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# Terminal 1 — Elixir backend
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cd elixir_backend
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mix deps.get
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mix run --no-halt # listens on :4000
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# Terminal 2 — Gradio frontend
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pip install -r requirements.txt
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python app.py # http://localhost:7860
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```
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## Providers
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| Provider | Model | Get a key |
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| --------- | ---------------------------- | -------------------------------------------------- |
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| OpenAI | `gpt-4o-mini` | https://platform.openai.com/api-keys |
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| Anthropic | `claude-3-5-sonnet-latest` | https://console.anthropic.com/settings/keys |
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| Groq | `llama-3.3-70b-versatile` | https://console.groq.com/keys (free tier) |
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API keys stay in the Gradio session — they are never persisted.
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## License
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MIT
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app.py
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"""
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Mini Coding Agent — Gradio frontend for Hugging Face Spaces.
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Architecture:
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Browser → Gradio (this file, Python) → Elixir backend (HTTP) → LLM provider
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↘ (or directly to LLM if backend is offline)
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The Elixir backend (see elixir_backend/) handles the actual agent loop:
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prompt construction, multi-file project planning, and provider dispatch.
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This file is purely UI + a thin HTTP client.
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"""
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from __future__ import annotations
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import io
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import json
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import os
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import re
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import time
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import zipfile
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from typing import Iterator
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import gradio as gr
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import requests
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# --------------------------------------------------------------------------- #
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# Config
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# --------------------------------------------------------------------------- #
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ELIXIR_BACKEND_URL = os.getenv("ELIXIR_BACKEND_URL", "http://localhost:4000")
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REQUEST_TIMEOUT = 180
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PROVIDERS = {
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"OpenAI (gpt-4o-mini)": {"id": "openai", "model": "gpt-4o-mini",
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"key_hint": "sk-...", "url": "https://platform.openai.com/api-keys"},
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"Anthropic (claude-3-5-sonnet)": {"id": "anthropic", "model": "claude-3-5-sonnet-latest",
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"key_hint": "sk-ant-...", "url": "https://console.anthropic.com/settings/keys"},
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"Groq (llama-3.3-70b, free)": {"id": "groq", "model": "llama-3.3-70b-versatile",
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"key_hint": "gsk_...", "url": "https://console.groq.com/keys"},
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}
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SYSTEM_PROMPT = """You are a senior software engineer acting as a project scaffolding agent.
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When the user describes a project, output a complete, runnable codebase as multiple files.
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OUTPUT FORMAT — strictly follow this:
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For each file, emit a fenced code block whose info string is the file path, e.g.:
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```python:src/main.py
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# code here
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```
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```text:README.md
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# Project
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```
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Rules:
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- Use the language identifier before the colon (python, javascript, typescript, html, css, json, text, etc.).
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- The path AFTER the colon is the file path relative to the project root.
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- Include a README.md and any config files (requirements.txt, package.json, etc.) needed to run the project.
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- Keep files focused and small. Prefer 3–8 files over one giant file.
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- After the files, add a short "How to run" section in plain prose.
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"""
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# --------------------------------------------------------------------------- #
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# Backend client
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# --------------------------------------------------------------------------- #
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def call_elixir_backend(provider: str, model: str, api_key: str,
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history: list[dict]) -> Iterator[str]:
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"""Stream tokens from the Elixir backend. Falls back to direct provider call."""
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try:
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with requests.post(
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f"{ELIXIR_BACKEND_URL}/api/agent/stream",
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json={"provider": provider, "model": model, "api_key": api_key,
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"system": SYSTEM_PROMPT, "messages": history},
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stream=True, timeout=REQUEST_TIMEOUT,
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) as r:
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r.raise_for_status()
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for line in r.iter_lines(decode_unicode=True):
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| 81 |
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if not line or not line.startswith("data: "):
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continue
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payload = line[6:]
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if payload == "[DONE]":
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return
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try:
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chunk = json.loads(payload)
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except json.JSONDecodeError:
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continue
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if "delta" in chunk:
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yield chunk["delta"]
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| 92 |
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elif "error" in chunk:
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yield f"\n\n**Backend error:** {chunk['error']}"
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return
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except requests.exceptions.RequestException as e:
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yield f"⚠️ Elixir backend unreachable ({e}). Falling back to direct call.\n\n"
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yield from call_provider_direct(provider, model, api_key, history)
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def call_provider_direct(provider: str, model: str, api_key: str,
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history: list[dict]) -> Iterator[str]:
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"""Fallback: call the LLM provider directly from Python (no streaming, simpler)."""
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messages = [{"role": "system", "content": SYSTEM_PROMPT}] + history
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if provider in ("openai", "groq"):
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url = ("https://api.openai.com/v1/chat/completions" if provider == "openai"
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else "https://api.groq.com/openai/v1/chat/completions")
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headers = {"Authorization": f"Bearer {api_key}", "Content-Type": "application/json"}
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body = {"model": model, "messages": messages, "stream": True}
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try:
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with requests.post(url, headers=headers, json=body, stream=True,
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timeout=REQUEST_TIMEOUT) as r:
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r.raise_for_status()
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| 114 |
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for line in r.iter_lines(decode_unicode=True):
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| 115 |
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if not line or not line.startswith("data: "):
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continue
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data = line[6:]
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if data == "[DONE]":
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return
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try:
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delta = json.loads(data)["choices"][0]["delta"].get("content", "")
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| 122 |
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except (json.JSONDecodeError, KeyError, IndexError):
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continue
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if delta:
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yield delta
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| 126 |
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except requests.exceptions.HTTPError as e:
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yield f"\n\n**Provider error:** {e.response.status_code} {e.response.text[:300]}"
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| 128 |
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except Exception as e:
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yield f"\n\n**Error:** {e}"
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+
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elif provider == "anthropic":
|
| 132 |
+
url = "https://api.anthropic.com/v1/messages"
|
| 133 |
+
headers = {"x-api-key": api_key, "anthropic-version": "2023-06-01",
|
| 134 |
+
"Content-Type": "application/json"}
|
| 135 |
+
body = {"model": model, "max_tokens": 4096, "system": SYSTEM_PROMPT,
|
| 136 |
+
"messages": history, "stream": True}
|
| 137 |
+
try:
|
| 138 |
+
with requests.post(url, headers=headers, json=body, stream=True,
|
| 139 |
+
timeout=REQUEST_TIMEOUT) as r:
|
| 140 |
+
r.raise_for_status()
|
| 141 |
+
for line in r.iter_lines(decode_unicode=True):
|
| 142 |
+
if not line or not line.startswith("data: "):
|
| 143 |
+
continue
|
| 144 |
+
try:
|
| 145 |
+
evt = json.loads(line[6:])
|
| 146 |
+
except json.JSONDecodeError:
|
| 147 |
+
continue
|
| 148 |
+
if evt.get("type") == "content_block_delta":
|
| 149 |
+
delta = evt.get("delta", {}).get("text", "")
|
| 150 |
+
if delta:
|
| 151 |
+
yield delta
|
| 152 |
+
except requests.exceptions.HTTPError as e:
|
| 153 |
+
yield f"\n\n**Provider error:** {e.response.status_code} {e.response.text[:300]}"
|
| 154 |
+
except Exception as e:
|
| 155 |
+
yield f"\n\n**Error:** {e}"
|
| 156 |
+
|
| 157 |
+
|
| 158 |
+
# --------------------------------------------------------------------------- #
|
| 159 |
+
# File extraction
|
| 160 |
+
# --------------------------------------------------------------------------- #
|
| 161 |
+
|
| 162 |
+
FILE_BLOCK_RE = re.compile(
|
| 163 |
+
r"```([a-zA-Z0-9_+\-]*?):([^\n`]+)\n(.*?)```",
|
| 164 |
+
re.DOTALL,
|
| 165 |
+
)
|
| 166 |
+
|
| 167 |
+
|
| 168 |
+
def extract_files(markdown: str) -> dict[str, str]:
|
| 169 |
+
"""Pull `lang:path\\n...` fenced blocks into a {path: content} dict."""
|
| 170 |
+
files: dict[str, str] = {}
|
| 171 |
+
for _lang, path, body in FILE_BLOCK_RE.findall(markdown):
|
| 172 |
+
path = path.strip()
|
| 173 |
+
if path:
|
| 174 |
+
files[path] = body.rstrip() + "\n"
|
| 175 |
+
return files
|
| 176 |
+
|
| 177 |
+
|
| 178 |
+
def make_zip(files: dict[str, str]) -> str | None:
|
| 179 |
+
if not files:
|
| 180 |
+
return None
|
| 181 |
+
path = "/tmp/generated_project.zip"
|
| 182 |
+
with zipfile.ZipFile(path, "w", zipfile.ZIP_DEFLATED) as zf:
|
| 183 |
+
for name, content in files.items():
|
| 184 |
+
zf.writestr(name, content)
|
| 185 |
+
return path
|
| 186 |
+
|
| 187 |
+
|
| 188 |
+
# --------------------------------------------------------------------------- #
|
| 189 |
+
# Gradio handlers
|
| 190 |
+
# --------------------------------------------------------------------------- #
|
| 191 |
+
|
| 192 |
+
def chat_fn(message: str, history: list[dict], provider_label: str, api_key: str):
|
| 193 |
+
if not api_key.strip():
|
| 194 |
+
yield history + [
|
| 195 |
+
{"role": "user", "content": message},
|
| 196 |
+
{"role": "assistant", "content": "🔑 Please paste your API key in the panel on the left first."},
|
| 197 |
+
], gr.update(), gr.update(visible=False)
|
| 198 |
+
return
|
| 199 |
+
if not message.strip():
|
| 200 |
+
yield history, gr.update(), gr.update(visible=False)
|
| 201 |
+
return
|
| 202 |
+
|
| 203 |
+
cfg = PROVIDERS[provider_label]
|
| 204 |
+
convo = history + [{"role": "user", "content": message}]
|
| 205 |
+
|
| 206 |
+
assistant_buf = ""
|
| 207 |
+
yield convo + [{"role": "assistant", "content": "▍"}], gr.update(), gr.update(visible=False)
|
| 208 |
+
|
| 209 |
+
for tok in call_elixir_backend(cfg["id"], cfg["model"], api_key.strip(), convo):
|
| 210 |
+
assistant_buf += tok
|
| 211 |
+
yield convo + [{"role": "assistant", "content": assistant_buf + "▍"}], gr.update(), gr.update(visible=False)
|
| 212 |
+
time.sleep(0) # cooperative yield
|
| 213 |
+
|
| 214 |
+
final = convo + [{"role": "assistant", "content": assistant_buf}]
|
| 215 |
+
files = extract_files(assistant_buf)
|
| 216 |
+
zip_path = make_zip(files)
|
| 217 |
+
|
| 218 |
+
file_summary = ""
|
| 219 |
+
if files:
|
| 220 |
+
file_summary = "### 📁 Generated files\n" + "\n".join(f"- `{p}`" for p in files)
|
| 221 |
+
|
| 222 |
+
yield final, file_summary, gr.update(value=zip_path, visible=bool(zip_path))
|
| 223 |
+
|
| 224 |
+
|
| 225 |
+
def clear_chat():
|
| 226 |
+
return [], "", gr.update(visible=False)
|
| 227 |
+
|
| 228 |
+
|
| 229 |
+
# --------------------------------------------------------------------------- #
|
| 230 |
+
# UI
|
| 231 |
+
# --------------------------------------------------------------------------- #
|
| 232 |
+
|
| 233 |
+
CUSTOM_CSS = """
|
| 234 |
+
.gradio-container { max-width: 1280px !important; }
|
| 235 |
+
#title { text-align: center; padding: 8px 0 4px; }
|
| 236 |
+
#title h1 { background: linear-gradient(90deg,#7c3aed,#06b6d4); -webkit-background-clip: text;
|
| 237 |
+
-webkit-text-fill-color: transparent; font-size: 2.2rem; margin: 0; }
|
| 238 |
+
#subtitle { text-align: center; color: #94a3b8; margin-bottom: 12px; }
|
| 239 |
+
.api-panel { border: 1px solid rgba(124,58,237,.25); border-radius: 14px; padding: 14px;
|
| 240 |
+
background: linear-gradient(180deg, rgba(124,58,237,.05), rgba(6,182,212,.03)); }
|
| 241 |
+
footer { display: none !important; }
|
| 242 |
+
"""
|
| 243 |
+
|
| 244 |
+
with gr.Blocks(theme=gr.themes.Soft(primary_hue="violet", secondary_hue="cyan"),
|
| 245 |
+
css=CUSTOM_CSS, title="Mini Coding Agent") as demo:
|
| 246 |
+
|
| 247 |
+
gr.HTML('<div id="title"><h1>⚡ Mini Coding Agent</h1></div>'
|
| 248 |
+
'<div id="subtitle">Multi-file project scaffolding · Python frontend · Elixir backend</div>')
|
| 249 |
+
|
| 250 |
+
with gr.Row():
|
| 251 |
+
with gr.Column(scale=1, min_width=280):
|
| 252 |
+
with gr.Group(elem_classes="api-panel"):
|
| 253 |
+
gr.Markdown("### 🔐 Provider")
|
| 254 |
+
provider = gr.Dropdown(
|
| 255 |
+
choices=list(PROVIDERS.keys()),
|
| 256 |
+
value="Groq (llama-3.3-70b, free)",
|
| 257 |
+
label="Model provider",
|
| 258 |
+
info="Groq is free & fast — great for demos.",
|
| 259 |
+
)
|
| 260 |
+
api_key = gr.Textbox(
|
| 261 |
+
label="API key",
|
| 262 |
+
placeholder="Paste your key…",
|
| 263 |
+
type="password",
|
| 264 |
+
info="Stays in your browser session. Never stored.",
|
| 265 |
+
)
|
| 266 |
+
key_links = gr.Markdown(
|
| 267 |
+
"\n".join(f"- [{name}]({cfg['url']})" for name, cfg in PROVIDERS.items())
|
| 268 |
+
)
|
| 269 |
+
|
| 270 |
+
gr.Markdown("### 💡 Try")
|
| 271 |
+
gr.Examples(
|
| 272 |
+
examples=[
|
| 273 |
+
"Build a Flask todo API with SQLite, including tests.",
|
| 274 |
+
"Create a small React + Vite landing page for a coffee shop.",
|
| 275 |
+
"Write a Python CLI that scrapes Hacker News front page to JSON.",
|
| 276 |
+
"Scaffold a FastAPI app with JWT auth and a users endpoint.",
|
| 277 |
+
],
|
| 278 |
+
inputs=None, # filled below
|
| 279 |
+
label=None,
|
| 280 |
+
)
|
| 281 |
+
|
| 282 |
+
with gr.Column(scale=3):
|
| 283 |
+
chatbot = gr.Chatbot(
|
| 284 |
+
type="messages", height=540, show_label=False,
|
| 285 |
+
avatar_images=(None, "https://api.dicebear.com/7.x/bottts/svg?seed=agent"),
|
| 286 |
+
render_markdown=True,
|
| 287 |
+
)
|
| 288 |
+
with gr.Row():
|
| 289 |
+
msg = gr.Textbox(placeholder="Describe the project you want to build…",
|
| 290 |
+
show_label=False, scale=8, container=False)
|
| 291 |
+
send = gr.Button("Send", variant="primary", scale=1)
|
| 292 |
+
clear = gr.Button("Clear", scale=1)
|
| 293 |
+
|
| 294 |
+
files_md = gr.Markdown("")
|
| 295 |
+
zip_dl = gr.File(label="Download project (.zip)", visible=False)
|
| 296 |
+
|
| 297 |
+
# Wire examples now that `msg` exists
|
| 298 |
+
demo.load(lambda: None) # no-op; placeholder
|
| 299 |
+
|
| 300 |
+
send.click(chat_fn, [msg, chatbot, provider, api_key],
|
| 301 |
+
[chatbot, files_md, zip_dl]).then(lambda: "", None, msg)
|
| 302 |
+
msg.submit(chat_fn, [msg, chatbot, provider, api_key],
|
| 303 |
+
[chatbot, files_md, zip_dl]).then(lambda: "", None, msg)
|
| 304 |
+
clear.click(clear_chat, None, [chatbot, files_md, zip_dl])
|
| 305 |
+
|
| 306 |
+
|
| 307 |
+
if __name__ == "__main__":
|
| 308 |
+
demo.queue(default_concurrency_limit=4).launch(
|
| 309 |
+
server_name="0.0.0.0",
|
| 310 |
+
server_port=int(os.getenv("PORT", 7860)),
|
| 311 |
+
)
|
requirements.txt
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
gradio>=4.44.0
|
| 2 |
+
requests>=2.31.0
|